EPIC-KITCHENS is the largest egocentric dataset, captured in a non-scripted manner, and recorded in participants' kitchens.
First released in 2018 [1]}, and later extended [2]} to 20M frames, 90K action segments and 100 hours of densely annotated actions, the dataset offers an ideal testbed for assessing video understanding benchmarks in untrimmed videos.
Several benchmarks are associated with the dataset - currently 5 leaderboards are available for comparative evaluation, see challenges at:
